Assessment of Facial Morphologic Features in Patients With Congenital Adrenal Hyperplasia Using Deep Learning

Author:

AbdAlmageed Wael12,Mirzaalian Hengameh1,Guo Xiao1,Randolph Linda M.34,Tanawattanacharoen Veeraya K.5,Geffner Mitchell E.456,Ross Heather M.5,Kim Mimi S.456

Affiliation:

1. Information Sciences Institute, University of Southern California, Los Angeles

2. Department of Electrical and Computer Engineering, University of Southern California, Los Angeles

3. Division of Medical Genetics, Children’s Hospital Los Angeles, Los Angeles, California

4. Keck School of Medicine of the University of Southern California, Los Angeles

5. Center for Endocrinology, Diabetes, and Metabolism, Children’s Hospital Los Angeles, Los Angeles, California

6. The Saban Research Institute at Children’s Hospital Los Angeles, Los Angeles, California

Publisher

American Medical Association (AMA)

Subject

General Medicine

Reference55 articles.

1. Worldwide experience in newborn screening for classical congenital adrenal hyperplasia due to 21-hydroxylase deficiency.;Pang;Pediatrics,1988

2. In humans, early cortisol biosynthesis provides a mechanism to safeguard female sexual development.;Goto;J Clin Invest,2006

3. Congenital adrenal hyperplasia due to steroid 21-hydroxylase deficiency: an Endocrine Society clinical practice guideline.;Speiser;J Clin Endocrinol Metab,2018

4. Fetal testosterone predicts sexually differentiated childhood behavior in girls and in boys.;Auyeung;Psychol Sci,2009

5. Early androgen effects on aggression in children and adults with congenital adrenal hyperplasia.;Berenbaum;Psychoneuroendocrinology,1997

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